• AIDE

  • Referenced in 5 articles [sw28438]
  • paper, we present two new communication-efficient methods for distributed minimization of an average ... that DANE algorithm does not match the communication complexity lower bounds. To bridge this ... called AIDE, that not only matches the communication lower bounds but can also be implemented ... other communication efficient algorithms in settings that naturally arise in machine learning applications...
  • RCV1

  • Referenced in 122 articles [sw07279]
  • RCV1: A New Benchmark Collection for Text Categorization...
  • TensorFlow

  • Referenced in 576 articles [sw15170]
  • TensorFlow™ is an open source software library for...
  • CIFAR

  • Referenced in 151 articles [sw17861]
  • The CIFAR-10 and CIFAR-100 are labeled...
  • ImageNet

  • Referenced in 602 articles [sw21105]
  • ImageNet is an image dataset organized according to...
  • TernGrad

  • Referenced in 4 articles [sw22206]
  • TernGrad: Ternary Gradients to Reduce Communication in Distributed...
  • SGDLibrary

  • Referenced in 6 articles [sw26680]
  • SGDLibrary: a MATLAB library for stochastic optimization algorithms...
  • HOGWILD

  • Referenced in 65 articles [sw28396]
  • HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic...
  • DSCOVR

  • Referenced in 6 articles [sw28397]
  • DSCOVR: randomized primal-dual block coordinate algorithms for...
  • DiSCO

  • Referenced in 12 articles [sw28439]
  • DiSCO: Distributed Optimization for Self-Concordant Empirical Loss...
  • D-ADMM

  • Referenced in 25 articles [sw28440]
  • D-ADMM: a communication-efficient distributed algorithm for...
  • Horovod

  • Referenced in 5 articles [sw28748]
  • Horovod: fast and easy distributed deep learning in...